Space-Integrated-Ground Information Networks ›› 2022, Vol. 3 ›› Issue (2): 72-80.doi: 10.11959/j.issn.2096-8930.2022023
Special Issue: 专题:卫星互联网空间载荷
• Special Issue: Satellite Internet Space Payload • Previous Articles Next Articles
Tao CUI1, Zhiyuan REN2, Jun LI1, Qinggui TAN1, Jingling LI1, Wei LIANG1
Revised:
2022-04-22
Online:
2022-06-20
Published:
2022-06-01
Supported by:
CLC Number:
Tao CUI, Zhiyuan REN, Jun LI, Qinggui TAN, Jingling LI, Wei LIANG. Intelligent Identifi cation and Classifi cation Algorithm and Simulation of Satellite Internet Business[J]. Space-Integrated-Ground Information Networks, 2022, 3(2): 72-80.
[1] | 吴巍 . 天地一体化信息网络发展综述[J]. 天地一体化信息网络, 2020,1(1): 1-16. |
WU W . Survey on the development of space-integrated-ground information network[J]. Space-Integrated-Ground Information Networks, 2020,1(1): 1-16. | |
[2] | 孙晨华 . 专题导读[J]. 天地一体化信息网络. 2021,2(4): 66. |
SUN C H . Topic guide[J]. Space-Integrated-Ground Information Networks, 2021,2(4): 66. | |
[3] | 汪春霆, 翟立君, 徐晓帆 . 天地一体化信息网络发展与展望[J]. 无线电通信技术, 2020,46(5): 493-504. |
WANG C T , ZHAI L J , XU X F . Development and prospects of space-terrestrial integrated information network[J]. Radio Communications Technology, 2020,46(5): 493-504. | |
[4] | WANG N , NOUWELL N , GE C ,et al. Satellite support for enhanced mobile broadband content delivery in 5G[C]// Proceedings of 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting. Piscataway:IEEE Press, 2018: 1-6. |
[5] | FANG C , YAO H P , WANG Z W ,et al. A survey of mobile information-centric networking:research issues and challenges[J]. IEEE Communications Surveys & Tutorials, 2018,20(3): 2353-2371. |
[6] | 张美蓉, 镐梦婷, 王闯 ,等. 高低轨卫星异构网络资源管控策略与技术研究[J]. 天地一体化信息网络, 2021,2(4): 67-74. |
ZHANG M R , GAO M T , WANG C ,et al. Research on strategies and technologies for resource management and control of heterogeneous network of high and low orbit satellites[J]. SpaceIntegrated-Ground Information Networks, 2021,2(4): 67-74. | |
[7] | 周笛, 盛敏, 郝琪 ,等. 巨型星座系统的网络运维与资源管控技术[J]. 天地一体化信息网络, 2020,1(1): 26-35. |
ZHOU D , SHENG M , HAO Q ,et al. Network operation,maintenance and resource management in mega constellation system[J]. Space-Integrated-Ground Information Networks, 2020,1(1): 26-35. | |
[8] | 张晓凯, 郭道省, 张邦宁 . 空天地一体化网络研究现状与新技术的应用展望[J]. 天地一体化信息网络, 2021,2(4): 19-26. |
ZHANG X K , GUO D X , ZHANG B N . Research status of spaceair-ground integrated network and application prospects of new technologies[J]. Space-Integrated-Ground Information Networks, 2021,2(4): 19-26. | |
[9] | 唐斯琪, 潘志松, 胡谷雨 ,等. 智能化卫星互联网运维与管理:现状与机遇[J]. 天地一体化信息网络, 2021,2(4): 75-83. |
TANG S Q , PAN Z S , HU G Y ,et al. Intelligent satellite Internet maintenance and management:progress and opportunities[J]. SpaceIntegrated-Ground Information Networks, 2021,2(4): 75-83. | |
[10] | 孙晨华 . 天基传输网络和天地一体化信息网络发展现状与问题思考[J]. 无线电工程, 2017,47(1): 1-6. |
SUN C H . Research status and problems for space-based transmission network and space-ground integrated information network[J]. Radio Engineering, 2017,47(1): 1-6. | |
[11] | MOORE A W , PAPAGIANNAKI K . Toward the accurate identification of network applications[C]// Passive and Active Network Measurement.[S.l.:s.n.], 2005: 41-54. |
[12] | KARAGIANNIS T , PAPAGIANNAKI K , FALOUTSOS M . BLINC:multilevel traffic classification in the dark[C]// Proceedings of the 2005 conference on Applications,technologies,architectures,and protocols for computer communications - SIGCOMM '05. New York:ACM Press, 2005: 221-227. |
[13] | PAN W B , CHENG G , GUO X J ,et al. Survey and prospect of network encrypted traffic identification research[J]. Journal of Communications, 2016,37(9): 154-167. |
[14] | ZUEV D , . Traffic classification using a statistical approach[C]// International Conference on Passive & Active Network Measurement. Berlin:Springer-Verlag, 2005: 321-324. |
[15] | JOHN G H , LANGLEY P . Estimating continuous distributions in Bayesian classifiers[C]// UAI'95:Proceedings of the Eleventh conference on Uncertainty in artificial intelligence.[S.l.:s.n.], 1995: 338-345. |
[16] | MCGREGOR A , HALL M , LORIER P ,et al. Flow clustering using machine learning techniques[C]// Passive and Active Network Measurement.[S.l.:s.n.], 2004: 32-37. |
[17] | MA Y L , QIAN Z Y , TAO G C ,et al. Machine learning for network traffic identification[J]. Journal of Beijing University of Posts and Telecommunications, 2009,32(1): 65-68. |
[18] | DING R S , LI W M . A hybrid method for service identification of SSL/TLS encrypted traffic[C]// Proceedings of 2016 2nd IEEE International Conference on Computer and Communications. Piscataway:IEEE Press, 2016: 250-253. |
[19] | 高璎园, 王妮炜, 陆洲 . 卫星互联网星座发展研究与方案构想[J]. 中国电子科学研究院学报, 2019,14(8): 875-881. |
GAO Y Y , WANG N W , LU Z . The development research and construction suggestion of satellite Internet constellations[J]. Journal of China Academy of Electronics and Information Technology, 2019,14(8): 875-881. | |
[20] | 张更新, 王运峰, 丁晓进 ,等. 卫星互联网若干关键技术研究[J]. 通信学报, 2021,42(8): 1-14. |
ZHANG G X , WANG Y F , DIGN X J ,et al. Research on several key technologies of satellite Internet[J]. Journal on Communications, 2021,42(8): 1-14. | |
[21] | 孙晨华, 章劲松, 赵伟松 ,等. 高低轨宽带卫星通信系统特点对比分析[J]. 无线电通信技术, 2020,46(5): 505-510. |
SUN C H , ZHANG J S , ZHAO W S ,et al. Comparative analysis of GEO and LEO broadband satellite communication system[J]. Radio Communications Technology, 2020,46(5): 505-510. | |
[22] | 陈山枝 . 关于低轨卫星通信的分析及我国的发展建议[J]. 电信科学, 2020,36(6): 1-13. |
CHEN S Z . Analysis of LEO satellite communication and suggestions for its development strategy in China[J]. Telecommunications Science, 2020,36(6): 1-13. | |
[23] | 朱立东, 张勇, 贾高一 . 卫星互联网路由技术现状及展望[J]. 通信学报, 2021,42(8): 33-42. |
ZHU L D , ZHANG Y , JIA G Y . Current status and future prospects of routing technologies for satellite Internet[J]. Journal on Communications, 2021,42(8): 33-42. | |
[24] | 国晓博, 任智源, 程文驰 ,等. 低轨卫星网络中业务图驱动的星间协作计算方案[J]. 天地一体化信息网络, 2021,2(2): 35-44. |
GUO X B , REN Z Y , CHENG W C ,et al. Inter-satellite cooperative computing scheme driven by business graph in LEO satellite network[J]. Space-Integrated-Ground Information Networks, 2021,2(2): 35-44. | |
[25] | 刘卓夫, 桑恩方 . 一种新的灰度图像识别方法[J]. 声学与电子工程, 2003(4): 6-8. |
LIU Z F , SANG E F . A new grayscale image recognition method[J]. Acoustics and Electrical Engineering, 2003(4): 6-8. | |
[26] | 卓勤政 . 基于深度学习的网络流量分析研究[D]. 南京:南京理工大学, 2018. |
ZHUO Q Z . Research on network traffic analysis based on deep learning[D]. Nanjing:Nanjing University of Science and Technology, 2018. |
[1] | Qiuyu BU, Jin CAO, Lifu CHENG, Ruhui MA, Hui LI. Research on Access Authentication and Re-Authentication Mechanism of User Devices in Terrestrial Default Scenario in Satellite Internet [J]. Space-Integrated-Ground Information Networks, 2023, 4(2): 31-46. |
[2] | Hao LI, Linjie ZHANG, Yifei ZHANG. Research on Satellite Internet Security Simulation Test Technology [J]. Space-Integrated-Ground Information Networks, 2023, 4(2): 47-54. |
[3] | Dan ZHANG, Jingjing LI, Tian LIU, Sunjie TAO, Ziping LYU. Survey on Giant Constellation Cloud Network Integration [J]. Space-Integrated-Ground Information Networks, 2023, 4(2): 71-81. |
[4] | Liang ZHU, Shaobo QI, Bo YANG, Bingyu XU, Zifan LI, Shijie ZHANG. Application of the Power Grid Business Carrying on Low Earth Orbit Broadband Satellite Internet [J]. Space-Integrated-Ground Information Networks, 2023, 4(2): 103-113. |
[5] | Linhui WEI, Guowen LIU, Yu LIU, Yumei WANG. Research on Routing Optimization in Satellite Internet Based on Deep Reinforcement Learning [J]. Space-Integrated-Ground Information Networks, 2022, 3(3): 65-71. |
[6] | Jiacheng MENG, Ningbo XIE, Zhaofeng BAI, Jiaxuan ZHU, Junxia WU, Duorui GAO, Wei WANG, Xiaoping XIE. Spaceborne Optical Switching Technology for Satellite Internet [J]. Space-Integrated-Ground Information Networks, 2022, 3(2): 47-55. |
[7] | Wenyu SUN, Weijia ZHANG, Limin WANG. Fault Detection Method of Low-Orbit Satellite Internet Based on Deep Uncertainty Estimation Network [J]. Space-Integrated-Ground Information Networks, 2022, 3(2): 89-97. |
[8] | Yijie WANG, Wei ZHAO, Fei CHENG, Wen CHEN, Anjie CAO. Large Scale LEO Satellite Internet Routing Algorithm Based on Load Balancing [J]. Space-Integrated-Ground Information Networks, 2022, 3(1): 27-34. |
[9] | Meilin XU, Min JIA, Qing GUO. Research on Resource Allocation of Satellite Internet Service Function Based on SDN/NFV [J]. Space-Integrated-Ground Information Networks, 2022, 3(1): 44-49. |
[10] | Chen HAN, Aijun LIU, Kang AN. Research Prospect of Anti-Jamming Strategy for the Satellite Internet [J]. Space-Integrated-Ground Information Networks, 2022, 3(1): 50-55. |
[11] | Zhe JI, Sheng WU, Wenbo WANG. Hierarchical Intelligence Deployment Architecture for Satellite Internet [J]. Space-Integrated-Ground Information Networks, 2022, 3(1): 56-61. |
[12] | Yaoqi LIU, Hongguang LI, Yiqing ZHOU, Jinglin SHI, Yongtao SU, Jinxi QIAN. Digital Twin Satellite Internet: Architecture and Key Technologies [J]. Space-Integrated-Ground Information Networks, 2022, 3(1): 62-71. |
[13] | Ruijie ZHU, Yudong ZHANG, Yating WEI, Chao XI. Security Management Technology of Multilayer Satellite Internet Based on Blockchain [J]. Space-Integrated-Ground Information Networks, 2022, 3(1): 79-86. |
[14] | Xiaojin DING, Tao HONG, Rui LIU, Wentao PENG, Gengxin ZHANG. Research on Architecture of LEO Satellite Internet of Things and Key Technologies [J]. Space-Integrated-Ground Information Networks, 2021, 2(4): 10-18. |
[15] | Yu XU, Qing GUO. Research on Random Access Technology of Inter-Frame Interference Cancellation for 6G Satellite Internet of Things [J]. Space-Integrated-Ground Information Networks, 2021, 2(4): 27-33. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
|